Made some improvements (most notably a uniform prior with smooth, continuous falloff outside its bounds so that we have a posterior with infinite support). LMC does much better now. It's arguably on par with (or better than) random walk given the same number of iterations. However, random walk still does better given the same amount of wall clock time.